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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Low-light RAW enhancement | 3 | 1 | Feb 18, 2026 | |
| Infinite Image Generation | 3 | 1 | Feb 18, 2026 | |
| Non-rigid image editing | 3 | 2 | Feb 20, 2026 | |
| Global Image Editing | 3 | 3 | Apr 7, 2026 | |
| Human Avatar Generation | 3 | 2 | Feb 20, 2026 | |
| Recursive Text-conditioned 3D Shape Generation | 3 | 1 | Feb 18, 2026 | |
| Text-conditioned 3D shape generation | 3 | 2 | Feb 18, 2026 | |
| SAR Image Generation | 3 | 2 | May 21, 2026 | |
| Old Photo Modernization |
|---|
| 3 |
| 1 |
| Feb 18, 2026 |
| Nudity Concept Erasure | 3 | 2 | May 26, 2026 |
|---|
| Weight Space Generation | 3 | 1 | Feb 21, 2026 |
|---|
| Audio-to-Image Generation | 3 | 2 | Jun 16, 2026 |
|---|
| GAN Adaptation | 3 | 1 | Feb 18, 2026 |
|---|
| Controlled Image Generation | 3 | 2 | Mar 26, 2026 |
|---|
| Photo finishing tuning | 3 | 1 | Feb 18, 2026 |
|---|
| Facial Attribute Editing Defense (AttGAN) | 3 | 1 | Apr 3, 2026 |
|---|
| Diffusion Backdoor Attack | 3 | 1 | Mar 4, 2026 |
|---|
| Segmentation-conditioned Image Generation | 3 | 3 | Jun 26, 2026 |
|---|
| Density Interpolation | 3 | 1 | Feb 21, 2026 |
|---|
| Scene Layout Generation | 3 | 2 | Feb 18, 2026 |
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| Facial Expression Synthesis | 3 | 2 | Mar 18, 2026 |
|---|
| Material Transfer | 3 | 3 | May 18, 2026 |
|---|
| Joint class generation | 3 | 1 | Feb 18, 2026 |
|---|
| Shape-conditioned 3D object generation (geometric primitives) | 3 | 1 | Feb 20, 2026 |
|---|
| 2D Multi-view Generation | 3 | 2 | Feb 20, 2026 |
|---|